WIRE: Wavelet Implicit Neural Representations

5 January 2023

Ashok Veeraraghavan

Richard G. Baraniuk

AI4CE

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Papers citing "WIRE: Wavelet Implicit Neural Representations"

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Title
Towards the Spectral bias Alleviation by Normalizations in Coordinate Networks Zhicheng Cai Hao Zhu Qiu Shen Xinran Wang Xun Cao 114 0 0 25 Jul 2024
Implicit Regression in Subspace for High-Sensitivity CEST Imaging Chu Chen Yang Liu S. Park Jizhou Li Kannie W. Y. Chan Raymond H. F. Chan 27 1 0 09 Jul 2024
Wavelet Convolutions for Large Receptive Fields Shahaf E. Finder Roy Amoyal Eran Treister Oren Freifeld ViT MDE 138 80 0 08 Jul 2024
Highly Accelerated MRI via Implicit Neural Representation Guided Posterior Sampling of Diffusion Models Jiayue Chu Chenhe Du Xiyue Lin Yuyao Zhang Hongjiang Wei MedIm DiffM 69 2 0 03 Jul 2024
Image-GS: Content-Adaptive Image Representation via 2D Gaussians Yunxiang Zhang Bingxuan Li Alexandr Kuznetsov Akshay Jindal Stavros Diolatzis Kenneth Chen Anton Sochenov Anton Kaplanyan Qi Sun 3DGS 149 4 0 02 Jul 2024
Model-based learning for multi-antenna multi-frequency location-to-channel mapping Baptiste Chatelier Vincent Corlay M. Crussiére Luc Le Magoarou 146 2 0 17 Jun 2024
HDNet: Physics-Inspired Neural Network for Flow Estimation based on Helmholtz Decomposition Miao Qi R. Idoughi Wolfgang Heidrich PINN MDE 45 1 0 12 Jun 2024
Conv-INR: Convolutional Implicit Neural Representation for Multimodal Visual Signals Zhicheng Cai 88 0 0 06 Jun 2024
Encoding Semantic Priors into the Weights of Implicit Neural Representation Zhicheng Cai Qiu Shen 91 0 0 06 Jun 2024
ReLUs Are Sufficient for Learning Implicit Neural Representations Joseph Shenouda Yamin Zhou Robert D. Nowak 94 6 0 04 Jun 2024
SpikeMM: Flexi-Magnification of High-Speed Micro-Motions Baoyue Zhang Yajing Zheng Shiyan Chen Jiyuan Zhang Kang Chen Zhaofei Yu Tiejun Huang 89 0 0 01 Jun 2024
Towards a Sampling Theory for Implicit Neural Representations Mahrokh Najaf Gregory Ongie 79 0 0 28 May 2024
Extreme Compression of Adaptive Neural Images Leo Hoshikawa Marcos V. Conde Takeshi Ohashi Atsushi Irie 97 1 0 27 May 2024
Wav-KAN: Wavelet Kolmogorov-Arnold Networks Zavareh Bozorgasl Hao Chen 115 116 0 21 May 2024
ASMR: Activation-sharing Multi-resolution Coordinate Networks For Efficient Inference Jason Chun Lok Li Steven Tin Sui Luo Le Xu Ngai Wong 73 4 0 20 May 2024
Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion Yu-Jie Liang Zihan Cao Liang-Jian Deng Xiao Wu 62 5 0 23 Apr 2024
From Activation to Initialization: Scaling Insights for Optimizing Neural Fields Hemanth Saratchandran Sameera Ramasinghe Simon Lucey AI4CE 164 2 0 28 Mar 2024
GaussianImage: 1000 FPS Image Representation and Compression by 2D Gaussian Splatting Xinjie Zhang Xingtong Ge Tongda Xu Dailan He Yan Wang Hongwei Qin Guo Lu Jing Geng Jun Zhang 3DGS 91 27 0 13 Mar 2024
CINA: Conditional Implicit Neural Atlas for Spatio-Temporal Representation of Fetal Brains Maik Dannecker V. Kyriakopoulou Lucilio Cordero-Grande Anthony N. Price Joseph V. Hajnal Daniel Rueckert 52 2 0 13 Mar 2024
DaReNeRF: Direction-aware Representation for Dynamic Scenes Ange Lou Benjamin Planche Zhongpai Gao Yamin Li Tianyu Luan Hao Ding Terrence Chen Jack H. Noble Ziyan Wu 67 10 0 04 Mar 2024
Neural Redshift: Random Networks are not Random Functions Damien Teney A. Nicolicioiu Valentin Hartmann Ehsan Abbasnejad 192 25 0 04 Mar 2024
Boosting Neural Representations for Videos with a Conditional Decoder Xinjie Zhang Ren Yang Dailan He Xingtong Ge Tongda Xu Yan Wang Hongwei Qin Jun Zhang 107 17 0 28 Feb 2024
Geometry-Informed Neural Networks Arturs Berzins Andreas Radler Sebastian Sanokowski Sepp Hochreiter Johannes Brandstetter GAN AI4CE 82 4 0 21 Feb 2024
DUDF: Differentiable Unsigned Distance Fields with Hyperbolic Scaling Miguel Fainstein Viviana Siless Emmanuel Iarussi 82 5 0 14 Feb 2024
RBF-PINN: Non-Fourier Positional Embedding in Physics-Informed Neural Networks Chengxi Zeng T. Burghardt A. Gambaruto AI4CE 64 4 0 13 Feb 2024
Preconditioners for the Stochastic Training of Neural Fields Shin-Fang Chng Hemanth Saratchandran Simon Lucey 95 0 0 13 Feb 2024
Feature Mapping in Physics-Informed Neural Networks (PINNs) Chengxi Zeng T. Burghardt A. Gambaruto 99 1 0 10 Feb 2024
A Sampling Theory Perspective on Activations for Implicit Neural Representations Hemanth Saratchandran Sameera Ramasinghe Violetta Shevchenko Alexander Long Simon Lucey 105 11 0 08 Feb 2024
Hybrid Neural Representations for Spherical Data Hyomin Kim Yunhui Jang Jaeho Lee SungSoo Ahn 130 3 0 05 Feb 2024
Architectural Strategies for the optimization of Physics-Informed Neural Networks Hemanth Saratchandran Shin-Fang Chng Simon Lucey AI4CE 73 0 0 05 Feb 2024
Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing their Contributions Namitha Padmanabhan M. Gwilliam Pulkit Kumar Shishira R. Maiya Max Ehrlich Abhinav Shrivastava 100 2 1 18 Jan 2024
Improved Implicit Neural Representation with Fourier Reparameterized Training Kexuan Shi Xingyu Zhou Shuhang Gu 174 21 0 15 Jan 2024
TriNeRFLet: A Wavelet Based Triplane NeRF Representation Rajaei Khatib Raja Giryes 68 3 0 11 Jan 2024
Boosting of Implicit Neural Representation-based Image Denoiser Zipei Yan Zhengji Liu Jizhou Li AI4CE 37 1 0 03 Jan 2024
Fréchet Wavelet Distance: A Domain-Agnostic Metric for Image Generation Lokesh Veeramacheneni Moritz Wolter Hildegard Kuehne Juergen Gall EGVM 76 6 0 23 Dec 2023
ImFace++: A Sophisticated Nonlinear 3D Morphable Face Model with Implicit Neural Representations Mingwu Zheng Haiyu Zhang Hongyu Yang Liming Chen Di Huang 3DH 100 3 0 07 Dec 2023
FINER: Flexible spectral-bias tuning in Implicit NEural Representation by Variable-periodic Activation Functions Zhen Liu Hao Zhu Qi Zhang Jingde Fu Weibing Deng Zhan Ma Yanwen Guo Xun Cao 113 35 0 05 Dec 2023
WavePlanes: A compact Wavelet representation for Dynamic Neural Radiance Fields Adrian Azzarelli Nantheera Anantrasirichai David R Bull 81 0 0 03 Dec 2023
Talking Head(?) Anime from a Single Image 4: Improved Model and Its Distillation Pramook Khungurn 82 4 0 29 Nov 2023
In Search of a Data Transformation That Accelerates Neural Field Training Junwon Seo Sangyoon Lee Kwang In Kim Jaeho Lee 107 4 0 28 Nov 2023
Coordinate-based Neural Network for Fourier Phase Retrieval Tingyou Li Zixin Xu Yong S. Chu Xiaojing Huang Jizhou Li 61 0 0 25 Nov 2023
Single-Shot Plug-and-Play Methods for Inverse Problems Yanqi Cheng Lipei Zhang Zhenda Shen Shujun Wang Lequan Yu Raymond H. Chan Carola-Bibiane Schönlieb Angelica I Aviles-Rivero 58 3 0 22 Nov 2023
TRIDENT: The Nonlinear Trilogy for Implicit Neural Representations Zhenda Shen Yanqi Cheng Raymond H. Chan Pietro Lio Carola-Bibiane Schönlieb Angelica I Aviles-Rivero 60 3 0 21 Nov 2023
INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings Amirhossein Kazerouni Reza Azad Alireza Hosseini Dorit Merhof Ulas Bagci AI4CE 85 21 0 28 Oct 2023
Lie Group Decompositions for Equivariant Neural Networks Mircea Mironenco Patrick Forré AI4CE 88 8 0 17 Oct 2023
Implicit Neural Representations and the Algebra of Complex Wavelets T. Roddenberry Vishwanath Saragadam Maarten V. de Hoop Richard G. Baraniuk 20 4 0 01 Oct 2023
NeuRBF: A Neural Fields Representation with Adaptive Radial Basis Functions Zhaoyu Chen Zhong Li Liangchen Song Lele Chen Jingyi Yu Junsong Yuan Yinghao Xu 86 60 0 27 Sep 2023
RHINO: Regularizing the Hash-based Implicit Neural Representation Hao Zhu Feng Liu Qi Zhang Xun Cao Zhan Ma 65 10 0 22 Sep 2023
Implicit Neural Representation in Medical Imaging: A Comparative Survey Amir Molaei Amirhossein Aminimehr A. Tavakoli Amirhossein Kazerouni Babak Azad Reza Azad Dorit Merhof OOD 88 86 0 30 Jul 2023
Unsupervised reconstruction of accelerated cardiac cine MRI using Neural Fields Tabita Catalán Matías Courdurier A. Osses René M. Botnar F. Sahli Costabal Claudia Prieto 86 9 0 24 Jul 2023